On-line analysis of out-of-control signals in multivariate manufacturing processes using a hybrid learning-based model

• Main Authors: Salehi, Mojtaba, Bahreininejad, Ardeshir, Nakhai, Isa
• Format: Article
• Published: Elsevier 2011
• Subjects: TJ Mechanical engineering and machinery; TS Manufactures
• Online Access: http://eprints.um.edu.my/2058/; https://doi.org/10.1016/j.neucom.2010.12.020

Advanced automatic data acquisition is now widely adopted in manufacturing industries and it is common to monitor several correlated quality variables simultaneously. Most of multivariate quality control charts are effective in detecting out-of-control signals based upon an overall statistics in mul...